KANTAR
1 Intoduction
This report is one of 493,845 that I will make, and one of 104,070,413 that could be made.
I “toke” the 1.4 TB Linked-In data that was breached in 2020, and turned it into some insights to power my job HUNT.
The insights I could share in this report, that are also related to my goals, are:
- Industry base recruitment trend.
- Company base workforce timeline.
- Current/part workforce info:
- Basic info: Name, job title, status, social link. I could add geo-location for some that have the data, but it would look creepy.
- Their work period.
- Their experiences.
2 About me
Salutations; I’m Joseph, a self-taught data analyst, engineer, and scraper.
Despite life’s challenges, my goal remains a remote job, either full or part-time, and having friends to tackle the challenges of this changing world with.
To show my skills and dedication, I made a project that yielded this tailored report.
3 About the project
3.1 How this project comes to life?
First time I searched for a remote job I scraped contact info from Google map, then switch to LinkedIn… But I could never contact anyone on a “personal level”; So, I remembered the existance of a 2020 LinkedIn data leak and decided to give it a try.
The tools I used are: Python, Polars, and DuckDB
3.2 The process
The process was done in my local machine, and it was as followed.

4 General graphs
4.1 market research indestry’s yearly new recruit count
4.2 kantar’s workforce status over the years
5 Workforce sample
5.1 Alcione Gonçalves
Job title: Human resources senior business partner
Associated: True
Socials: https://facebook.com/alcionerg | https://linkedin.com/in/alcione-gonçalves-b459247 | https://linkedin.com/in/alcioneg | https://twitter.com/alcionerg
5.1.1 Alcione Gonçalves’s working period at kantar
5.1.2 Gantt plot of Alcione Gonçalves’s experience
5.2 Aleksandra Stevanoska
Job title: Insights and data strategy
Associated: True
Socials: https://ca.linkedin.com/in/aleksandra-stevanoska-b9869211 | https://linkedin.com/in/aleksandrastevanoska | https://linkedin.com/in/aleksandra-stevanoska-b9869211 | https://twitter.com/aleksstevanoska | https://facebook.com/aleksandra.stevanoska.33
5.2.1 Aleksandra Stevanoska’s working period at kantar
5.2.2 Gantt plot of Aleksandra Stevanoska’s experience
5.3 Alicia Miller
Job title: Chrs recruiting manager
Associated: False
Socials: https://linkedin.com/in/alicia-miller-50519911
5.3.1 Alicia Miller’s working period at kantar
5.3.2 Gantt plot of Alicia Miller’s experience
5.4 Alizeh Hussain
Job title: Director, insights
Associated: True
Socials: https://linkedin.com/in/alizeh-hussain-94927861 | https://facebook.com/alizehsh
5.4.1 Alizeh Hussain’s working period at kantar
5.4.2 Gantt plot of Alizeh Hussain’s experience
5.5 Amr Abdelmoaty
Job title: Head of department
Associated: True
Socials: https://linkedin.com/in/amr-abdelmoaty-3b193a168
5.5.1 Amr Abdelmoaty’s working period at kantar
5.5.2 Gantt plot of Amr Abdelmoaty’s experience
5.6 Ana Valdespino
Job title: Marcoms latinoamã rica
Associated: True
Socials: https://linkedin.com/in/ana-valdespino-04b9494
5.6.1 Ana Valdespino’s working period at kantar
5.6.2 Gantt plot of Ana Valdespino’s experience
5.7 Andres Becerra
Job title: Solution delivery lead, media division
Associated: True
Socials: https://linkedin.com/in/andresbecerra
5.7.1 Andres Becerra’s working period at kantar
5.7.2 Gantt plot of Andres Becerra’s experience
5.8 Barry Beytin
Job title: Ceo, kantar retail americas
Associated: False
Socials: https://linkedin.com/in/john-barry-9b51685
5.8.1 Barry Beytin’s working period at kantar
5.8.2 Gantt plot of Barry Beytin’s experience
5.9 Björn Söderin
Job title: Brand guidance expert and lead, nordic and baltic
Associated: True
Socials: https://linkedin.com/in/björn-söderin-75304610
5.9.1 Björn Söderin’s working period at kantar
5.9.2 Gantt plot of Björn Söderin’s experience
5.10 Cindy Brouwer
Job title: Consulting director customer experience
Associated: True
Socials: https://twitter.com/cin_spired | https://linkedin.com/in/cindybrouwer
5.10.1 Cindy Brouwer’s working period at kantar
5.10.2 Gantt plot of Cindy Brouwer’s experience
5.11 Daisy Yu
Job title: ****
Associated: True
Socials: https://linkedin.com/in/daisy-linzhan-yu-1012137 | https://linkedin.com/in/daisy-yu-1012137
5.11.1 Daisy Yu’s working period at kantar
5.11.2 Gantt plot of Daisy Yu’s experience
5.12 Debangshu Sengupta
Job title: Talent acquisition leader
Associated: True
Socials: https://linkedin.com/in/debangshu-sengupta-a678494
5.12.1 Debangshu Sengupta’s working period at kantar
5.12.2 Gantt plot of Debangshu Sengupta’s experience
5.13 Dhoni Ibrahim
Job title: Associates, global member services
Associated: True
Socials: https://linkedin.com/in/dhoni-ibrahim-28jun82 | https://linkedin.com/in/dhoniibrahim628 | https://linkedin.com/in/dhoni-ibrahim-1a59901a
5.13.1 Dhoni Ibrahim’s working period at kantar
5.13.2 Gantt plot of Dhoni Ibrahim’s experience
5.14 Diane Laura
Job title: Svp, marketing, north america
Associated: True
Socials: https://linkedin.com/in/diane-laura-6a1b74 | https://twitter.com/dianelauranyc | https://facebook.com/diane.laura.3
5.14.1 Diane Laura’s working period at kantar
5.14.2 Gantt plot of Diane Laura’s experience
5.15 Divyajit Raol
Job title: Panel advisor
Associated: True
Socials: https://linkedin.com/in/divyajit-raol-12094323
5.15.1 Divyajit Raol’s working period at kantar
5.15.2 Gantt plot of Divyajit Raol’s experience
5.16 Elke Wittgen
Job title: Manager qualitative services kantar
Associated: True
Socials: https://linkedin.com/in/elkewittgen
5.16.1 Elke Wittgen’s working period at kantar
5.16.2 Gantt plot of Elke Wittgen’s experience
5.17 Enbo Wang
Job title: Partner, strategy consulting, greater china
Associated: False
Socials: https://linkedin.com/in/enbowang | https://twitter.com/enbowang | https://cn.linkedin.com/in/enbowang | https://facebook.com/zikaienbo | https://linkedin.com/in/enbo-wang-8069353
5.17.1 Enbo Wang’s working period at kantar
5.17.2 Gantt plot of Enbo Wang’s experience
5.18 Eric Dingman
Job title: Chief operating officer
Associated: False
Socials: https://linkedin.com/in/ericdingman | https://facebook.com/eric.dingman | https://twitter.com/ericdingman
5.18.1 Eric Dingman’s working period at kantar
5.18.2 Gantt plot of Eric Dingman’s experience
5.19 Esha Hendre
Job title: Knowledge manager
Associated: True
Socials: https://linkedin.com/in/esha-hendre-1560a216 | https://linkedin.com/in/eshahendre | https://twitter.com/e_parallax
5.19.1 Esha Hendre’s working period at kantar
5.19.2 Gantt plot of Esha Hendre’s experience
5.20 Fatma Bettahar
Job title: Regional learning and leadership manager
Associated: True
Socials: https://linkedin.com/in/fatma-bettahar-256b572a
5.20.1 Fatma Bettahar’s working period at kantar
5.20.2 Gantt plot of Fatma Bettahar’s experience
5.21 Flora Montufar
Job title: Senior product manager, marketplace
Associated: True
Socials: https://facebook.com/flora.montufar | https://github.com/benmont99 | https://linkedin.com/in/floramontufar | https://linkedin.com/in/flora-montufar-9a22084
5.21.1 Flora Montufar’s working period at kantar
5.21.2 Gantt plot of Flora Montufar’s experience
5.22 Gonzalo Perez
Job title: Director, insights division
Associated: True
Socials: https://facebook.com/gonzalo.perez.3781 | https://linkedin.com/in/gonzalo-perez-b2569a5
5.22.1 Gonzalo Perez’s working period at kantar
5.22.2 Gantt plot of Gonzalo Perez’s experience
5.23 Henk Hoekman
Job title: Projectmanager offshore scripting and dataprocessing
Associated: True
Socials: https://linkedin.com/in/henkhoek
5.23.1 Henk Hoekman’s working period at kantar
5.23.2 Gantt plot of Henk Hoekman’s experience
5.24 Izabella Anuszewska
Job title: Client director
Associated: True
Socials: https://linkedin.com/in/izabella-anuszewska-1b67111 | https://facebook.com/izabella.anuszewska
5.24.1 Izabella Anuszewska’s working period at kantar
5.24.2 Gantt plot of Izabella Anuszewska’s experience
5.25 J Manuel Briones
Job title: Kantar itp - millward brown
Associated: True
Socials: https://linkedin.com/in/j-manuel-briones-95556350
5.25.1 J Manuel Briones’s working period at kantar
5.25.2 Gantt plot of J Manuel Briones’s experience
5.26 Jan Bryssinck
Job title: Senior advisor insights division
Associated: True
Socials: https://facebook.com/jan.bryssinck | https://linkedin.com/in/jan-bryssinck-9b70949
5.26.1 Jan Bryssinck’s working period at kantar
5.26.2 Gantt plot of Jan Bryssinck’s experience
5.27 Julien Guyonnet
Job title: Chief customer officer, trade optimisation
Associated: True
Socials: https://linkedin.com/in/julien-guyonnet-5740593 | https://twitter.com/jguyonnet
5.27.1 Julien Guyonnet’s working period at kantar
5.27.2 Gantt plot of Julien Guyonnet’s experience
5.28 Jérémie Piquandet
Job title: Directeur du planning stratã gique
Associated: True
Socials: https://linkedin.com/in/jã©rã©mie-piquandet-a5149b34 | https://linkedin.com/in/jérémie-piquandet-a5149b34 | https://facebook.com/jeremie.piquandet
5.28.1 Jérémie Piquandet’s working period at kantar
5.28.2 Gantt plot of Jérémie Piquandet’s experience
5.29 Kallol Mallick
Job title: Human resources lead for amrb-mena
Associated: True
Socials: https://linkedin.com/in/kkumarmallick
5.29.1 Kallol Mallick’s working period at kantar
5.29.2 Gantt plot of Kallol Mallick’s experience
5.30 Kalyan Mekala
Job title: Associate vice president
Associated: False
Socials: https://facebook.com/kalyan.mekala.509 | https://twitter.com/kalyanmekala | https://linkedin.com/in/kalyan-mekala-42220815 | https://linkedin.com/in/kalyan-mekala-22a92910
5.30.1 Kalyan Mekala’s working period at kantar
5.30.2 Gantt plot of Kalyan Mekala’s experience
5.31 Kamil Michalski
Job title: Digital director kantar consumer insight poland
Associated: True
Socials: https://facebook.com/kamichalski | https://linkedin.com/in/kamil-michalski-94b9b0
5.31.1 Kamil Michalski’s working period at kantar
5.31.2 Gantt plot of Kamil Michalski’s experience
5.32 Lenka Cinculova
Job title: Talent acquisition specialist
Associated: False
Socials: https://linkedin.com/in/lenkacinculova | https://linkedin.com/in/lenka-cinculova-0510804a
5.32.1 Lenka Cinculova’s working period at kantar
5.32.2 Gantt plot of Lenka Cinculova’s experience
5.33 Lindsay Baxter
Job title: Reward director, programs and markets
Associated: True
Socials: https://linkedin.com/in/lindsay-baxter-30167636 | https://facebook.com/lindsay.c.baxter | https://linkedin.com/in/lindsay-clarke-baxter-2746551
5.33.1 Lindsay Baxter’s working period at kantar
5.33.2 Gantt plot of Lindsay Baxter’s experience
5.34 Mahmud Gardezi
Job title: Director, client leadership
Associated: True
Socials: https://facebook.com/mahmud.gardezi | https://linkedin.com/in/mahmud-r-gardezi-45636a11
5.34.1 Mahmud Gardezi’s working period at kantar
5.34.2 Gantt plot of Mahmud Gardezi’s experience
5.35 Maria Souza
Job title: Entrevistadora
Associated: True
Socials: https://linkedin.com/in/maria-auxiliadora-souza-932a95142
5.35.1 Maria Souza’s working period at kantar
5.35.2 Gantt plot of Maria Souza’s experience
5.36 Mark Broadhurst
Job title: Technician lead
Associated: True
Socials: https://linkedin.com/in/mark-broadhurst-csm-1852922 | https://linkedin.com/in/mark-broadhurst-1852922 | https://github.com/saintgerbil | https://youtube.com/user/saintgerbiluk | https://linkedin.com/in/markbroadhurst | https://stackoverflow.com/users/82526
5.36.1 Mark Broadhurst’s working period at kantar
5.36.2 Gantt plot of Mark Broadhurst’s experience
5.37 Masha Emelianova
Job title: Project manager
Associated: True
Socials: https://linkedin.com/in/masha-emelianova-39991336
5.37.1 Masha Emelianova’s working period at kantar
5.37.2 Gantt plot of Masha Emelianova’s experience
5.38 Melissa Molina
Job title: Account manager and sales
Associated: True
Socials: https://linkedin.com/in/melissa-molina-7942968 | https://linkedin.com/in/melissamolina
5.38.1 Melissa Molina’s working period at kantar
5.38.2 Gantt plot of Melissa Molina’s experience
5.39 Mike Haile
Job title: Programme finance director
Associated: False
Socials: https://twitter.com/mike_haile | https://linkedin.com/in/mike-haile-5a539b | https://linkedin.com/in/mikehaileaca | https://linkedin.com/in/hailemike
5.39.1 Mike Haile’s working period at kantar
5.39.2 Gantt plot of Mike Haile’s experience
5.40 Nandini Jaggi
Job title: Research manager, business development manager
Associated: True
Socials: https://linkedin.com/in/nandinijaggi | https://linkedin.com/in/nandini-jaggi-b1756615
5.40.1 Nandini Jaggi’s working period at kantar
5.40.2 Gantt plot of Nandini Jaggi’s experience
5.41 Passaporn Sikkakosol
Job title: Financial controller thailand
Associated: True
Socials: https://linkedin.com/in/passaporn-sikkakosol-8a710449
5.41.1 Passaporn Sikkakosol’s working period at kantar
5.41.2 Gantt plot of Passaporn Sikkakosol’s experience
5.42 Patricia Garreau
Job title: Employee
Associated: True
Socials: https://linkedin.com/in/patricia-garreau-b9859422
5.42.1 Patricia Garreau’s working period at kantar
5.42.2 Gantt plot of Patricia Garreau’s experience
5.43 Paulina Gutierrez
Job title: Becaria diseã o grafico
Associated: True
Socials: https://linkedin.com/in/paulina-diaz-gutierrez-1708b2175
5.43.1 Paulina Gutierrez’s working period at kantar
5.43.2 Gantt plot of Paulina Gutierrez’s experience
5.44 Pooja Sharma
Job title: Talent acquisition lead, west and campus hiring champion, south asia
Associated: True
Socials: https://linkedin.com/in/poojaasharma | https://linkedin.com/in/pooja-sharma-2019a62a
5.44.1 Pooja Sharma’s working period at kantar
5.44.2 Gantt plot of Pooja Sharma’s experience
5.45 Ratna Grandhi
Job title: Programmer
Associated: True
Socials: https://linkedin.com/in/ratna-prasann-grandhi-a231ab87
5.45.1 Ratna Grandhi’s working period at kantar
5.45.2 Gantt plot of Ratna Grandhi’s experience
5.46 Renato Komatsu
Job title: Diretor de remuneraã ã o e benefã cios
Associated: True
Socials: https://linkedin.com/in/renatokomatsu | https://facebook.com/renato.komatsu
5.46.1 Renato Komatsu’s working period at kantar
5.46.2 Gantt plot of Renato Komatsu’s experience
5.47 Ricardo Moreno
Job title: Administraciã³n
Associated: False
Socials: https://linkedin.com/in/ricardo-moreno-26990212a
5.47.1 Ricardo Moreno’s working period at kantar
5.47.2 Gantt plot of Ricardo Moreno’s experience
5.48 Robert Bulai
Job title: Senior qa engineer
Associated: True
Socials: https://linkedin.com/in/robert-cristian-bulai-37365534
5.48.1 Robert Bulai’s working period at kantar
5.48.2 Gantt plot of Robert Bulai’s experience
5.49 Ruth De Groot
Job title: Talent, learning and leadership consultant and portfolio lead emea
Associated: True
Socials: https://twitter.com/ruthdegroot | https://linkedin.com/in/ruth-de-groot-6012619
5.49.1 Ruth De Groot’s working period at kantar
5.49.2 Gantt plot of Ruth De Groot’s experience
5.50 Ryan Woodman
Job title: Manager, client leadership
Associated: True
Socials: https://linkedin.com/in/ryan-woodman-046b0373 | https://twitter.com/speaktoryan
5.50.1 Ryan Woodman’s working period at kantar
5.50.2 Gantt plot of Ryan Woodman’s experience
5.51 Santiago Bonomi
Job title: Market research internship
Associated: False
Socials: https://linkedin.com/in/santiago-maría-bonomi-415a4220 | https://linkedin.com/in/santiago-bonomi-415a4220 | https://linkedin.com/in/santiago-m-bonomi-415a4220
5.51.1 Santiago Bonomi’s working period at kantar
5.51.2 Gantt plot of Santiago Bonomi’s experience
5.52 Sarah Leslie
Job title: O2i manager
Associated: True
Socials: https://linkedin.com/in/sarah-leslie-cicm-b4ba0291
5.52.1 Sarah Leslie’s working period at kantar
5.52.2 Gantt plot of Sarah Leslie’s experience
5.53 Shweta Sharma
Job title: Office head
Associated: True
Socials: https://linkedin.com/in/shweta-sharma-83507818
5.53.1 Shweta Sharma’s working period at kantar
5.53.2 Gantt plot of Shweta Sharma’s experience
5.54 Simo Kerrout
Job title: Financial and logistics analyst
Associated: True
Socials: https://linkedin.com/in/simo-kerrout-7362a9b9
5.54.1 Simo Kerrout’s working period at kantar
5.54.2 Gantt plot of Simo Kerrout’s experience
5.55 Siva Prakasam
Job title: Deputy manager operations - wns global services
Associated: True
Socials: https://linkedin.com/in/siva-prakasam-6295995
5.55.1 Siva Prakasam’s working period at kantar
5.55.2 Gantt plot of Siva Prakasam’s experience
5.56 Sivaprasad.G Madhu
Job title: Project lead
Associated: True
Socials: https://linkedin.com/in/sivaprasad-gopasana-a9595137
5.56.1 Sivaprasad.G Madhu’s working period at kantar
5.56.2 Gantt plot of Sivaprasad.G Madhu’s experience
5.57 Stéphane Panot
Job title: Directeur gã nã ral kantar analytic
Associated: True
Socials: https://linkedin.com/in/st%c3%a9phane-panot-09133a6 | https://linkedin.com/in/stã©phane-panot-09133a6 | https://linkedin.com/in/stéphane-panot-09133a6
5.57.1 Stéphane Panot’s working period at kantar
5.57.2 Gantt plot of Stéphane Panot’s experience
5.58 Swapna Vedantam
Job title: Quality assurance
Associated: True
Socials: https://linkedin.com/in/swapna-vedantam-970701123
5.58.1 Swapna Vedantam’s working period at kantar
5.58.2 Gantt plot of Swapna Vedantam’s experience
5.59 Tim Peeney
Job title: Head of reward, north america
Associated: True
Socials: https://linkedin.com/in/tim-peeney-130b805 | https://linkedin.com/in/timpeeney | https://facebook.com/tim.peeney
5.59.1 Tim Peeney’s working period at kantar
5.59.2 Gantt plot of Tim Peeney’s experience
5.60 Wassim يوسف
Job title: Menap talent acquisition manager - 6 months fixed contract
Associated: False
Socials: https://twitter.com/wassim74 | https://linkedin.com/in/wassim-وسيم-youssef-يوسف-4525b917